Ziye Chen Ph.D. Student UoM Causal Learning & Reasoning Group School of Mathematics and Statistics The University of Melbourne Address: 206 Old Geology Building South, Parkville, VIC, Australia Email: ziyec1 AT student.unimelb.edu.au

Biography

I am a Ph.D. student at the School of Mathematics and Statistics at the University of Melbourne (UoM). I received my master's degree in Computer Science and bachelor's degree in Electronic Information from Wuhan University. My research focuses on computer vision, including detection, segmentation, and 3D reconstruction.

Education Background

• Ph.D. student, 2021.12 - 2025.06 (expected)
  The University of Melbourne, Australia
  Supervised by Dr. Mingming Gong and co-supervised by Prof. Kate Smith-Miles and Prof. Guoqi Qian

• M.S. in Computer Science, 2014.09 - 2018.06
  Wuhan University, China

• B.E. in Electronic Information, 2014.09 - 2018.06
  Wuhan University, China

Publications

• Generating dynamic kernels via transformers for lane detection
  Chen, Z., Liu, Y., Gong, M., Du, B., Qian, G., & Smith-Miles, K.
  International Conference on Computer Vision (ICCV), 2023

• Not all operations contribute equally: Hierarchical operation-adaptive predictor for neural architecture search
  Chen, Z., Zhan, Y., Yu, B., Gong, M., & Du, B.
  International Conference on Computer Vision (ICCV), 2021

• Compressed self-attention for deep metric learning with low-rank approximation
  Chen, Z., Gong, M., Ge, L., & Du, B.
  International Joint Conference on Artificial Intelligence (IJCAI), 2020

• Compressed self-attention for deep metric learning
  Chen, Z., Gong, M., Xu, Y., Wang, C., Zhang, K., & Du, B.
  AAAI Conference on Artificial Intelligence (AAAI), 2020

Honors and Awards

• China National Scholarships, 2020.11

• Advanced Individual of Wuhan University 2019 China Graduate Innovative Practice Series Competition, 2020.01

• The Second Prize of the "Intel Cup" First China Graduate Artificial Intelligence Innovation, 2019.11

• Outstanding Undergraduate Graduates, 2018.05

• Huang Zhangren Scholarship, 2018.01

• Utility Model Patent: An Integrated Machine of Signal source, Oscilloscope and Multimeter Based on FPGA, 2017.04

• Triple-A student, 2016.12

• First Class Scholarship for Outstanding Students, 2016.12

• China National Scholarships, 2016.11

• The Second Prize of "Ti Cup" Competition of Hubei College Students' Electronic Design, 2016.09

• The First Prize of the Second Wuhan University College Students' Electronic Design Competition, 2016.06

• National Computer Grade II C Language Program Design Certificate, 2015.09

Work Experiences and Internships

• Algorithm Intern, JD Explore Academy, China (2020.12 - 2021.06)

© Ziye Chen | Last update: Nov. 2023